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Using Public Corpora to Build Your NER systems

Using Public Corpora to Build Your NER systems

Oct 20, 2025 | AI, Generative AI, knowledge graph, Machine Learning, NER, NLP

Rationale. NER tools are at the heart of how the scientific community is solving LLM issues using GraphRAG and NodeRAG architectures. LLMs need knowledge graphs to control hallucinations and make them more solid for enterprise-level use. And knowledge graphs are built...
Open-Source Data and Training Issues

Open-Source Data and Training Issues

Oct 20, 2025 | AI, Generative AI, knowledge graph, Machine Learning, NER, NLP

As described in our previous post “Using Public Corpora to Build Your NER systems”, we are going to highlight areas where public datasets like OntoNotes or CoNLL can be improved. We will provide some tips on how to avoid these issues, whenever possible, using...
Why Semantic Intelligence Is the Missing Link in Active Metadata and Data Governance

Why Semantic Intelligence Is the Missing Link in Active Metadata and Data Governance

Sep 13, 2025 | AI, Generative AI, knowledge graph, Machine Learning, NER

The Semantic Gap in Today’s Governance Platforms Forrester’s evaluations show that, despite strong advances in automation and lineage, many platforms underperform on semantic depth. Collibra: strong in workflows and policy management, but AI-driven semantic...
Bitext NAMER: Slashing Time and Costs in Automated Knowledge Graph Construction

Bitext NAMER: Slashing Time and Costs in Automated Knowledge Graph Construction

Mar 16, 2025 | Generative AI, knowledge graph, Machine Learning, NER

The process of building Knowledge Graphs is essential for organizations seeking to organize, structure, and extract actionable insights from their data. However, traditional methods of constructing Knowledge Graphs are often slow, expensive, and complex, requiring...
Multilingual Named Entity Recognition for Knowledge Graphs: Supporting 70+ Languages with Precision

Multilingual Named Entity Recognition for Knowledge Graphs: Supporting 70+ Languages with Precision

Jan 20, 2025 | Generative AI, knowledge graph, Machine Learning, NER

In the era of data-driven decision-making, Knowledge Graphs (KGs) have emerged as pivotal tools for structuring, organizing, and interconnecting vast amounts of information. From enhancing search engine capabilities to powering AI-driven insights, Knowledge Graphs...
How LLM Verticalization Reduces Time and Cost in GenAI-Based Solutions

How LLM Verticalization Reduces Time and Cost in GenAI-Based Solutions

Dec 23, 2024 | AI, Fine-tuning LLM, Generative AI, Machine Learning

Verticalizing AI21’s Jamba 1.5 with Bitext Synthetic Text Efficiency and Benefits of Verticalizing LLMs – The Case of Jamba 1.5 Mini The verticalization of Large Language Models (LLMs) is transforming the way businesses implement AI-based solutions. By adapting...
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Recent Posts

  • Using Public Corpora to Build Your NER systems
  • Open-Source Data and Training Issues
  • Why Semantic Intelligence Is the Missing Link in Active Metadata and Data Governance
  • Bitext NAMER: Slashing Time and Costs in Automated Knowledge Graph Construction
  • Multilingual Named Entity Recognition for Knowledge Graphs: Supporting 70+ Languages with Precision

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